Which Infrastructure AI tool is better in 2026?
Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference.
The AI-powered data foundation
| Anyscale | Scale AI | |
|---|---|---|
| Tagline | Production-scale AI infrastructure powered by Ray for distributed training, data curation, and batch inference. | The AI-powered data foundation |
| Founded | 2019 | 2016 |
| HQ | San Francisco, US | San Francisco, US |
| Employees | 201-500 | 1000+ |
| Total funding | $260M | $14.8B |
| Latest round | series-c | Strategic · Jun 2025 |
| Valuation | — | $29B |
| Cheapest paid plan | — | — |
| Free plan | ✓ Free | ✗ |
| Free trial | ✓ | ✗ |
| Top tier price | Enterprise · Contact sales | Enterprise / Custom · Contact sales |
| Pricing summary | 2 published plans | 1 published plans |
| Categories |
Developer-facing capabilities and access signals for Anyscale and Scale AI.
| Capability | Anyscale | Scale AI |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | 1 (Python) |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
Choose Scale AI if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Scale AI if you want the most established option — it has raised $14.8B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
It depends on your priority. Anyscale is the leaner option; Scale AI has broader feature depth. See the side-by-side table above.
No — Scale AI's cheapest paid plan is Enterprise · Contact sales, while Anyscale's is Free.
Anyscale: Yes, has a free plan. Scale AI: Paid only.
Contextual paths to related AI startups, deals and rankings.